Attenuation was first observed by Charles Yanofsky in the trp operon of E. coli. The first observation was linked to two separate scientific facts. Mutations which knocked out the trp R (repressor) gene still showed some regulation of the trp operon (these mutants were not fully induced/repressed by tryptophan). The total range of trp operon regulation is about 700 X (on/off). When the trp repressor was knocked out, one still got about 10 X regulation by the absence or presence of trp. When the sequence of the beginning of the trp operon was determined an unusual open reading frame (ORF) was seen immediately preceding the ORFs for the known structural genes for the tryptophan biosynthetic enzymes.
First, Yanofsky observed that the ORF contained two tandem Trp codons and the protein had a Trp percent composition which was about 10X normal. Second, the mRNA in this region contained regions of dyad symmetry which would allow it to form two mutually exclusive secondary structures. One of the structures looked exactly like a rho-independent transcription termination signal. The other secondary structure, if formed, would prevent the formation of this secondary structure and thus the terminator. This other structure is called the "preemptor".

The proposed mechanism of how this mRNA secondary structure and the trp leader peptide could regulated transcription of the trp biosynthetic enzymes includes the following.

The discovery of this type of mechanism to control the expression of genes in a biosynthetic operon lead to its rediscovery in a wide variety of such operons for which repressors had never been discovered. For example:
| Operon | Leader peptide |
|---|---|
| Histidine | MTRVQFKHHHHHHHPD stop |
| Threonine | MKRISTTITTTITITTGNGAG stop |
| Ilv (GEDA) | MTALLRVISLVVISVVVIIIPPCGAALGRGKA stop |
| Leu | MSHIVRFTGLLLLNAFIVRGRPVGGIQH stop |
| Phenylalanine | MKHIPFFFAFFFTFP stop |
| IlvB | MTTSMLNAKLLPTAPSAAVVVVRVVVVVGNAP stop |
| Ala = A (8.6) | Arg = R (4.9) |
| Gly = G (8.4) | Ile = I (4.5) |
| Leu = L (7.4) | Asn = N (4.3) |
| Ser = S (7.0) | Gln = Q (3.9) |
| Val = V (6.6) | Phe = F (3.6) |
| Lys = K (6.6) | Tyr = Y (3.4) |
| Thr = T (6.1) | Cys = C (2.9) |
| Glu = E (6.0) | His = H (2.0) |
| Asp = D (5.5) | Met = M (1.7) |
| Pro = P (5.2) | Trp = W (1.3) |
Jaurin et al., Nature 290:221-225 (1981)
Attenuation also controls operons other than biosynthetic ones. One such example is the control of chromosomal b-lactamase in E. coli. This enzyme is regulated by growth rate, the faster the organism grows, the higher the cellular concentration of b-lactamase. The leader RNA sequence upstream of the structural gene for b-lactamase has the following sequence:

The suggested mechanism for how this sequence/structure regulates the rate of expression of b-lactamase which starts at the far right AUG (double underline) goes as follows:
Here's what happens to cells when they are exposed to penicillin.
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